The First Token Knows: Single-Decode Confidence for Hallucination Detection
arXiv:2605.05166v1 Announce Type: new
Abstract: Self-consistency detects hallucinations by generating multiple sampled answers to a question and measuring agreement, but this requires repeated decoding and can be sensitive to lexical variation. Semant…